I enjoy doing research insoftware engineering and security in general
and mobile security and adversarial machine learning in
particular. My
past research experience spans the spectrum from automated testing (ORBIT), through text analysis (WHYPER, Pluto), tomalware detection (AppContext,
EnMobile).I am generally interested in enhancing intelligence of existing security
systems to defense against evolving attacks. I have been working on using program analysis, natural language
processing, cognitive analysis and machine learning
techniques tobridge the gap between user
perceptions and security-sensitive behaviors in mobile security
systems.
Recently, I am focused on enhancing the robustness of these newly-proposed
intelligent security techniques in adversarial settings (MRV,EnMobile,
Telemade).